Author

Koki Fujiwara

Nara Institute of Science and TechnologyORCID 0009-0008-9438-5955Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Kenta T. SuzukiiD· 1 shared Ryosuke Fujikawa· 1 shared Yuichi SakumuraiD· 1 shared Yukihiro SuzukiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBiophysics

Kenta T. SuzukiORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintMay 21, 2025

Cell Morphology and Biophysical Mechanisms-Informed Traction Force Microscopy Using Machine Learning

Koki Fujiwara, Ryosuke Fujikawa, Yukihiro Suzuki…·Yuichi Sakumura

The paper introduces a machine learning model for traction force microscopy that improves accuracy under sparse observation conditions by incorporating cell morphology and biophysical mechanisms.

1 citation

imagingmachine learning (classical)

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